Welcome to the AI Infrastructure Hub! 🔥⚡🤖 Before you explore, watch the intro video first. Then drop YOUR introduction post covering: - Do you use AI and if so what for? 🎯 - Which automation systems are you working with right now? - What results are you trying to achieve with AI infrastructure? - (Optional) What business problem are you solving with AI? KEY POINT: Create a NEW post for your intro - don't just reply here (We want everyone to discover you, help you level up, and keep the community flowing) Welcome and good luck Buidling!!!🤖⚡🚀

Im going to throw this question out there because a lot of people fill their heads with a lot of useless AI stuff (me) that they then never use, and if i were to go back to when i first started, i would only learn the essential things to be able to get started. So my question to you is what would you want next out of AI? More workflows? More Prompts? Or would you like a more solid base to start learning AI from the bottom all the way to the top! knowing things like token distribution Parameters Fine-tuning, Or just how to make money with it 🤣 Let me know! All of these bring you advantages either way

When I started, I built insane multi-agent systems with 47-node n8n workflows that were engineering masterpieces BUT…. Zero sales. Why? I couldn’t explain the business value in one sentence. Business owners don’t buy “cool tech” they buy solutions to expensive problems. This could literally be 3 nodes for an ai agent like in my classroom Most AI automation builders focus 90% on tech, 10% on business. Should be the opposite. You need to understand: ∙ Sales processes ∙ Lead qualification ∙ Customer journeys ∙ Basic metrics (CAC, LTV, conversion rates) The automation? That’s the easy part. What Changed I stopped pitching workflows. Started pitching outcomes: ❌ “Multi-agent system with vector databases” ✅ “Reactivate dead leads → 15% book calls → $X revenue” That’s why I’m implementing a full business layer in the Skool classroom this month. Teaching you to find clients, price properly, and hit minimum 5K MRR not just build cool shit nobody buys. Tech without business = expensive hobby. Who’s ready to actually sell this stuff? 👇​​​​​​​​​​​​​​​​

When I was starting out on AI I literally had no idea what I was doing so I went ahead and spent all my money on subscriptions I never really needed! Nowadays there’s too many options for everything and I was wondering what you guys use certain AIs for as different platforms offer different things For me my main AI to go to is CLAUDE for me it’s the best AI as the connections through docker and MCP are endless. Although it’s usage is limited even on the highest tier for me it works the best. Then I use ChatGPT for documents (it’s really good at making pdf files and csv ones) And Gemini for numbers ( he’s my math nerd) Obviously if it’s something super specific like embedding or vision I always go to hugging face models since they are specifically trained for that. Let me know what AI you guys use and why?!!

you've probably seen, heard, or even made instagram agents before, but i really went all out with this one 😅 A Pet company was drowning in manual work because they had people asking for orders straight through instagram, and it took her too much time going over the same questions over and over again. The extra problem was that she always got people sending her images of what they wanted so she wanted it to read the images and she wanted the AI to sound like her (Human) and not like a robot. THE SOLUTION: ULTIMATE N8N workflow with pinecone database that can READ images of the product and know exactly what the user is talking about, connected to their SHOPIFY, EMAIL, and MANYCHAT for instagram integration. Apart from reading images, this AI sends MULTIPLE messages, instead of 1, and on receving messages it WAITS for the user to see if they send 1, 2, 3, up to 10 messages, before responding. Honestly she was so happy she thought she was talking to an extra employee 😆 If you comment "LEAK" ill post the Json and video explaining how i did it in my classroom